torchgeo VS torchSR

Compare torchgeo vs torchSR and see what are their differences.

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data (by microsoft)
Pytorch torchvision Datasets Models transforms remote-sensing Deep Learning earth-observation Computer Vision Geospatial satellite-imagery
Source Code
osgeo.org
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torchSR

Super Resolution datasets and models in Pytorch (by Coloquinte)
torchvision Pytorch Datasets superresolution edsr rdn rcan vdsr
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torchgeo torchSR
2 1
2,223 165
1.6% -
9.7 5.9
6 days ago 4 months ago
Python Python
MIT License MIT License
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torchgeo

Posts with mentions or reviews of torchgeo. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-20.
  • FLaNK Stack Weekly for 20 Nov 2023
    37 projects | dev.to | 20 Nov 2023
  • Ask HN: What are your goals for 2023?
    1 project | news.ycombinator.com | 8 Dec 2022
    Considering something like torchgeo (https://github.com/microsoft/torchgeo), or maybe some geospatial library written in Julia.

    > but the problem I have is that everything seems to just work and I don't run into many issues to fix.

    May I point you at linux audio? ;-) Getting any type of DAW working in linux without having to do some crazy rewiring with jack would be a godsend.

torchSR

Posts with mentions or reviews of torchSR. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing torchgeo and torchSR you can also consider the following projects:

facetorch - Python library for analysing faces using PyTorch

BasicSR - Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

pgmq - A lightweight message queue. Like AWS SQS and RSMQ but on Postgres.

EDSR_Tensorflow - TensorFlow implementation of 'Enhanced Deep Residual Networks for Single Image Super-Resolution'.

merged_depth - Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models

datasette - An open source multi-tool for exploring and publishing data

screenshot-to-code - Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

CML_AMP-Text-to-Image-with-Stable-Diffusion - CML AMP Text-to-Image with Stable Diffusion

torchinfo - View model summaries in PyTorch!

awesome-public-real-time-datasets - A list of publicly available datasets with real-time data maintained by the team at bytewax.io

label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format

torchgeo vs facetorch torchSR vs BasicSR torchgeo vs pgmq torchSR vs EDSR_Tensorflow torchgeo vs merged_depth torchSR vs datasette torchgeo vs screenshot-to-code torchSR vs datasets torchgeo vs CML_AMP-Text-to-Image-with-Stable-Diffusion torchSR vs torchinfo torchgeo vs awesome-public-real-time-datasets torchSR vs label-studio